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Some Arborescent Motifs in Architectural Reliefs: Augustinian Convent Heritage in Colonial America

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José Armando Pérez Crespo
Universidad de Guanajuato. Orcid: 0000-0002-8122-5097. Email id: armando.perez@ugto.mx .

Rupkatha Journal, Vol. 14, Issue 2, April-June, 2022, Pages  https://doi.org/10.21659/rupkatha.v14n2.03

First published: June 18, 2022 | Area: Aesthetic Studies | License: CC BY-NC 4.0

(This article is published under Volume 14, Number2, 2022)
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Some Arborescent Motifs in Architectural Reliefs: Augustinian Convent Heritage in Colonial America

Abstract

The present study focuses on specific ornamental pictorial evidence, which has remained hidden for centuries, in a 17th-century convent complex, in Salamanca, Mexico. Thus, this research aims at describing specific contextual periods of the estate of the convent in which it is housed and estimates the influence of grotesque pictorial style and its meaning during the period of Viceroyalty of New Spain. For this purpose, we recognise specific ornaments of the style for a formal compositional analysis and uncover references to some plant species which inspired the cultural iconographic traits of the region in that historical frame. Conceptually, we reviewed the communication of ideas based on the nature of the grottesco (grotesque) aesthetics, and the adoption of this style by Hispanic friars to design the spatial environment of the New Spain convents. I adopt a qualitative methodology to describe five ornamental units, two corresponding to the nave of a temple and three dedicated to its main cloister. We identified ornamental structures that were visually motivated mainly by certain plant species. In short, this study proposes an emerging approach to artistic heritage conservation by unveiling evidence indeterminately lost in time and hidden in the changing architectural needs of an evolving society.

Keywords: pictorial heritage, plant ornament, grotesque, composition.

Introduction

This study reveals the pictorial-mural and ornamental aesthetics of an Augustinian convent complex of the Guanajuato Bajío region, one whose foundation dates back to the 17th century architectures of urban locations in New Spain. The specific building we have in mind is known as the Viceregal Villa de Salamanca. Over time, some murals on the theme of the European grotesque inspiration got erased from the nave of this temple structure. The murals got overlaid with baroque altarpieces that were built in the 18th century, and by other ornamental additions or modifications in the cells’ walls. The latter changes were a result of reparations during a period of changing social tastes.

The objectives of the present study are:

  1. To describe different phases of the heritage building; the origin and the artistic transformation of the primitive Baroque walls, that resulted from the architectural interventions of the Augustinian Convent at Salamanca and the aesthetics that guided the restoration of this colonial art at the end of the 20th
  2. To appreciate the grotesque pictorial expression as a universal artistic style emerging from postures and concepts in plants, and schematic rock art posture, and thoughtful relief ornaments, and thus to understand what meaning these patterns had and how they were transferred to colonial New Spain.
  3. To identify specific ornamental reliefs incorporating plant motifs on the building complex, which, owing to their visible physical orientation help to exemplify the influence of the grotesque.
  4. To analyse the principles of composition in selected paintings and analyse the configuration and formal interrelation in the visual fields.
  5. To demonstrate ornamental patterns as interrelated with the anatomical configurations of plant species and to establish that a study of such patterns may offer a theme for future research in iconographic symbology 

Periods of the religious site

The architectural complex of the Augustinian convent at Salamanca, including the temple of Fray Juan de Sahagún and the major and minor cloisters, was founded in the 17th century. Citing the historian Fray Nicolas Navarrete, art critic De Santiago (2004, p. 195) describes the humble original hermitage, with earthen walls and tiled roof. The building that can now be seen evolves from work begun, as previously stated, in 1642, when Fray Miguel de Guevara, an emerging Prior, was sent in a last-ditch effort to prevent the foreclosure of the destitute house of friars at Salamanca, Mexico.

Figure 1. Interior view of the courtyard of the main Augustinian cloister; note the austerity of the Herrerian style where the wall dominates the space. Today, the Guanajuato Arts Center, is highly influential in Mexico. Photograph by the author (2021).

The Deed of Trust document for the building is preserved at the Historical Archive of Querétaro, an adjacent city. The Deed states the following:

Since 1768, the sculptor Pedro de Rojas is known to have been hired to execute the altarpiece …. the other altarpiece artist from Salamanca, Antonio de Elexalde, el Joven, began the altarpieces on January 7, 1771, who was supported by a team of five officers, and completed his work on August 28, 1782, […] (Ibid, p. 171).

Figure 2. An example of a side altar, that of the Tribuna-Celosía [Tribune-Latticework]; note the churrigueresque style of dynamic and motley ornamentation. The wall behind the altar shows pictorial evidence of plant ornamentation. Photograph by the author (2021).

In accordance with the above, and at the turn of the 21st century, the civil association, which promotes the rescue and conservation of artistic heritage in Mexico, ordered and administered the architectural restoration project of the main cloister of this Augustinian convent and especially of eleven related baroque altarpieces of the temple (Castro Morales, 2000, pp. 14-15). The restoration works freed areas later overlayed by different constructions of the Government, especially offices at the service of society, which had concurrently decreased the custody of the property of Augustinian friars in later years. As described by Rojas (Rojas Garcidueñas, 2014, p. 106):

Almost at the beginning of 1858, the convent suffered the first direct blow of the war… In the following year, the difficulties were already insurmountable, and in 1860, when the war ended with the triumph of the Liberals and when the 1857 Constitution and the Reform Laws came into force, the Augustinian convent was decomissioned.

The building became a state penitentiary with the following activities recommended for inmates:

[…]the convent would be the main penal institution of the State, and its system would be mixed; that is, the prisoners are subjected to complete isolation, without working, and as their behaviour and moral conduct is qualified, join work, they constantly rotate between workshops and remain in complete silence (Ibid, p. 142).

Consequently, necessary architectural modifications were introduced, and the walls of the complex were completed to ensure security and isolation for the prison and to prevent distraction of the inmates.

Figure 3. One of the corridors of the main cloister, used as a State Prison at the end of the 19th century. Common domain photography, consulted in Salamanca En FOTOS [Salamanca In PHOTOGRAPHS] (Hernández Flores, 2020).

Plant Arborescent Designs in Pictorial Art

Natural objects were depicted to communicate ideas and thoughts. Examples date back to antiquity, specifically schematic cave paintings contain elements that were made by contextualising social groups and highlight typologies with anthropomorphic, zoomorphic and ramiform representations for idols (Bernal Monreal & Mateo Saura, 1996, page 188). Bernal Monreal and colleagues describe and designate the ramiform representations as ‘arborescent’ or ‘fir’ representations:

Subject to various interpretations, such representations of plant elements… zoomorphic motifs, repeated a vertical line crossed by multiple horizontal strokes. The position of the latter served to establish various subtypes (In Acosta Martínez, 1983, p. 23).

The history of art reveals different themes related to the presence of formal elements, which contribute to embellishments through mimesis, synthesis or abstraction, and incorporates a circumstantial reality of the human being. Such elements could be ornamental or decorative. Ferrer (2014, p. 37) mentions that: ‘For Focillon, the ornament was the first alphabet of thought in the fight against space, an affirmation to which Maltese would add that it also meant a discourse, that is, the language of action, whereas Clédat suggests that it arose from religious ideas’; in addition, paraphrasing Fernández (2020, p. 2) we may say, that the plant motif ornament of reliefs or paintings was ascribed a symbolic and functional value, in a pleasant manner combining  the spectator in an affective relationship with the architecture, the belongings, the bodies or the objects that the latter adorns. Therefore, religious enclosures could also functionally display pictorial thoughts. The ornaments here studied have undergone in their creation, a period of concealment and then a conditioned exposure. Here we can refer to the meaning of the ornamental concept of the grotesque.

In line with the above, Chastel (1978 and 2000) and Kayser (1981), (2014, p. 34), stated that the grotesque was: ‘One kind of decoration that generated the most controversy among art historians dedicated mainly to the architecture developed between the last decades of the fifteenth century and the seventeenth century […]. The revised ornamental motif is actually part of a Hispanic cultural and artistic transfer in the spaces of viceregal religious architecture of the 16th century. The elements of grotesque, was described as follows González (1996, pp. 77-78):

The thick, smooth, and high walls, barely pierced by windows that shine enough light, never destroy the domain of the massive; they receive the vault that, if it is a barrel vault, joins the wall without marking transitions between the curve of the intrados and the straight line of the supporting panel. There are no dividing imposts or cornices – if anything, some stripes painted with grotesques slightly denote that union.

Thus, the Hispanic friars and master builders searched for design solutions  in indigenous resources and talent, and in this way they fused the labour and sensitivity of new native and totally new architectural programs with what could be carried over as a plastic legacy of the colonial Baroque style.

Methodology

To demonstrate this indigenization of architectural ornaments, a qualitative methodology is applied here to select ornamental units. These pattern motifs are explained, described, and analysed, in the following phases:

  1. Location of pictorial evidence; the first example, located in the ornamental set A-1 and A-2, was identified behind the Tribuna-Celosía [Tribune-Latticework] altar (Figure 2), on the east side of the nave of the temple, considering its visual access through a small and discreet central door, in the second body of the altarpiece (Figures 4 and 5). The remaining ornaments, B, C and D, were discovered during the restoration of the building, in a group of borders of a cell on the north bay, which was on the upper floor of the main cloister. Ornaments B, C, and D were manually traced on translucent paper, following the outline of the plant shapes. For the ornamental set A-1 and A-2, only the photographic record was available due to access limitations.
  2. Digitisation in graphics software of the transfer ornaments, as a tool for descriptive and formal study and for its recovery and preservation in digital media.
  3. Analysis of the principles of composition of the Shapes, in a visual field: pattern, rhythm and balance, movement, tension, proportion, weight and value, and colour, determined in the theoretical material Fundamentos Geométricos Del Diseño y la Pintura Actual [Geometric Fundamentals of Design and Contemporary Painting] by the Master of Visual Arts Edmundo García (2010), see Table I.
  4. The last phase relates to some plant species suitable for the local climate or universal to an iconographic reference as a possible inspiration to represent the ornaments.

Table 1

Principles of composition in Shapes (García Esteves, 2010, pp. 22-45), referred to ornamental units

Pattern The most elementary composition is supported by lines, sometimes one line is enough, as an ordering principle.
Rhythm and balance Object and compositional mass are significant elements. The masses must simultaneously compensate for each other in their various positions and qualities.
Movement This law is fulfilled if the elements arranged in the plane suggest dynamics and action.
Tension Synonym of force behaviour. The shapes of the sign and space build relationships of influence, measurement, and control
Proportion Principle underlying a simple condition: to avoid both equality of two measures and a great difference between them. Proportion is also the relationship between dimensions and between the parts and the whole.
Weight and value The weight of a shape can be distributed in the space-format, acquiring different values that depended on the position occupied.
Colour Colour is the physical phenomenon associated with light; each colour and its range have their own language and meaning, with psychological applications and suggestions for the receiver.

Results

Ornamental set in A-1 and A-2

Examples of pictorial ornaments were found in the wall-internal support of the Tribuna-Celosía [Tribune-Latticework] altarpiece in a satisfactory state of preservation and in the initial aesthetic program of the religious nave, before the New Spain baroque style was implemented (Figures 4 and 5).

Figures 4 and 5. Details of the Tribuna-Celosía [Tribune-Latticework] altarpiece; note the discreet door that communicates visually with the internal wall; and inside, the phytomorphic motifs in vertical ornamental borders. Ornamental set in A-1 and A-2. Photographs by the author (2021).

 Table 2

Ornamental set in A-1 (detail of Figure 5 with a 90° right turn)

Formal analysis:

Pattern: Three pattern variants, 1, 2 and 3 (red boxes), were detected to be acanthus leaf shapes, following a linear arrangement in their general syntax.

Rhythm and balance: The formal patterns are based on acanthus leaves (volute plant). Pattern 1 presents them in alternating positions above and below (yellow ellipse). Pattern 2 keeps them static by maintaining the constant height of the three shapes. Pattern 3 contains two equal and continuous shapes, followed by a longer shape.

Proportion: The shapes present regular height measurements, some of which are repetitive, thereby proportionally exposing a low-contrast system.

Weight: Most plant shapes maintain their visual weight at one end (green lines), and only two have opposite weights (yellow lines).

Colour: The shapes in a grey range suggest balance and resignation.

Suggested plant species:

Acanthus, Acanthus mollis:

‘[…] herbaceous plant with large lobed leaves; a large spike with white flowers grows from its centre in spring. […] It has been used since ancient times in gardening, and the image of its leaves were known widely to have been exhibited on the Corinthian capitals of classical Greece’. (Diez Garretas & Asensi Diez, 2021, p. 88).

 Table 3

Ornamental set in A-2 (detail of Figure 5 with a 90° right turn)

Formal analysis:

Pattern: There are two patterns in the shape of a drop or seed, aligned and wavy, with a constant frequency (line in red).

Rhythm and balance: The detected patterns have a partial outline, with one extremity ending sharply, and alternating up and down (marked in yellow ellipses).

Proportion: The shapes have equal height and length dimensions, without compromising the system of proportionality between elements.

Colour: The shapes in a grey range suggest neutrality and tranquillity.

Suggested iconography:

The sustenance of the drops in the water element can have a symbolic load universally in all societies, as Haba and Rodrigo (1990, p. 272) indicate: ‘The cult of the earth, animals, trees, water… has occurred since the most ancient times’. In the pre-Columbian cosmovision of Mesoamerica, water takes on a relevant position as a generator of life, as Séjourné mentions (1957, p. 149):

Already with the goddess of the waters (Chalchiuhtlicue […]), a close relative of Tlaloc, matter is endowed with the power of salvation, with its vapours rising to the sky to later descend, fertilised by the sun, and create life on earth.

Recurrently, in the process of evangelisation of New Spain, ambivalent religious symbols were used, both by natives and by colonial religious authorities.

Ornament B

Figure 8. Ornament B, appearance of the walls before the intervention; note the ornamental borders with decorative motifs, found under several layers of thermoplastic paint. Photograph by the author (1999).

Table 4

Ornament B (vectorisation from Figure 8)


Formal analysis:

Pattern: determined in the line with smooth undulations and irregular modulation (continuous line in yellow).

Rhythm and balance: The repetitive pattern (in the red box) has a circular mass that breaks and balances the horizontality of the set (circumscribed in green).

Tension: Leaves or branched extensions of the pattern are outlined to the right.

Colour: The white background suggests chastity, and the blue peace.

Suggested flower species:

Rose (in green circle), Sp species, ornamental shrub, with sarmentose stem and complete, cup-shaped, enveloping flower. It originates from temperate and subtropical zones of the northern hemisphere. López (2002) in the words of Yong (2004, pp. 53-54) (2004, pp. 53-54).

Note: The pattern in the yellow box is analysed in Table 6. Physically, the ornament visually invades ornament B.

Ornament C

Figure 10. Ornament C. Photograph by the author (1999).

Table 5

Ornament C (vectorisation from Figure 10)

Formal analysis:

Pattern: The arranged pattern (in red box) is defined with an asymmetric guiding curve executed with a positive stroke, as emphasised by the lower horizontal line.

Balance and weight: The pattern has an imbalance resulting from the mass of floral elements grouped on the left (black ellipse).

Movement: A dynamic is detected in the undulation of the guiding curve, with a greater ascending line.

Colour: The white background suggests purity, and the blue line suggests  hope.

Suggested iconography:

The following religious meaning is taken from the floral species Rose and the rhetoric of its thought, according to Gauding (2009, p. 301): ‘The red rose became over time the symbol of the blood of Christian martyrs and of the Virgin Mary’.

Ornament D

Figure 12. Ornament D. Photograph by the author (1999)

Table 6

Ornament D (vectorisation from Figure 12)

Formal analysis.

Pattern: the elemental composition of the pattern (in red box) is based on the volute of its stroke, with inverted development (black lines).

Rhythm and balance: perceived in handling the aforementioned asymmetric curve.

Dynamic: interrupted when the same pattern is symmetrically opposed.

Tension: the concentric floral ornament works as a sign of visual control (in green circle).

Weight: The pattern contains a floral ornament with five petals, which generates a focal point.

Colour: The white background proposes illumination, and the blue shapes introspection.

Suggested flower species

Pega ropa (in the green circle), Mentzelia hispida, solitary flower with a corolla of five broadly domed, pointed petals up to three centimetres long; suitable for temperate climate, this species is distributed in the local territory (Secretaría del Medio Ambiente y Ordenamiento Territorrial Guanajuato, 2020, p. 202).

Conclusion

The results elucidate that pictorial activities in colonial societies can be linked to two factors. The first factor is the enriching influence of the natural environment. This includes the appropriation of plant species and their ornamental characteristics, starting from the figurative and including the synthesised management of cultural concepts, for communication in architectural spaces. The second factor is the presence of an essential grotesque style with hand-drawn patterns, influenced by classical beauty in the arrangement of spirals or harmonic and symmetric scrolls, with chromatic simplicity, albeit with a strong formal and psychological character. Moreover, the aesthetic experience of the European grotesque ornament, inherited from the viceroyalty, was recreated in the analysis of units and considered elements of universal art. Ultimately, the objects examined in this study open up the possibility of research on reactive sensory emotions, derived from the Mexican cultural imaginary, with adaptations in various universal artistic models.

References

Acosta Martínez, P. (1983). Técnica, estilo, temática y tipología en la pintura rupestre esquemática hispana. Zéphyrus(36), 13-25.

Basañez Ryan, F. (1998). El fenómeno grotesco. DC PAPERS, revista de crítica y teoría de la arquitectura(1), 12-20. Obtenido de https://dialnet.unirioja.es/servlet/articulo?codigo=3984882

Bernal Monreal, J. A., & Mateo Saura, M. Á. (1996). La pintura rupestre esquemática en Murcia : estado de la cuestión. Espacio, Tiempo Y Foerma. SERIE I. Prehistoria Y Arqueología(9), 183-193. doi:https://doi.org/10.5944/etfi.9.1996.4633

Castro Morales, E. (2000). Adopte una Obra de Arte. Patrimonio Recuperado. México: Consejo Nacional para la Cultura y las Artes.

De Santiago Silva, J. (2004). El Templo agustino de San Juan de Sahagún en Salamanca. Apoteosis Barroca. México: La Rana.

Diez Garretas, B., & Asensi Diez, R. (2021). Plantas Medicinales En Los Jardínes de Malága. (B. Diez Garretas, Ed.) BOLETÍN de la ACADEMIA MALAGUEÑA de CIENCIAS, XXIII. Obtenido de https://amciencias.com/files/Boletin-2021.pdf#page=88

Fernández Fariña, A. (2020). Ornament es bien. Error Es Bien(0). Obtenido de https://www.academia.edu/48981433/ORNAMENT_ES_BIEN_Almudena_Fern%C3%A1ndez_Fari%C3%B1a_Im%C3%A1genes_Isabel_C%C3%A1ceres_Flores_?from=cover_page

Ferrer Orts, A. (2014). La ornamentación clásica en la creación artística: el grotesque en España. Argos, 31(60-61), 33-51. Obtenido de http://ve.scielo.org/pdf/ag/v31n60-61/art03.pdf

García Esteves, E. (2010). Fundamentos Geométricos del Diseño y la Pintura Actual. México: Trillas.

Gauding, M. (2009). La Biblia de los Signos y de los Símbolos. Madrid: Gaigan Ediciones.

González Galván, M. (1996). El espacio en la arquitectura religiosa virreynal de México. (U. N. México, Ed.) Anales Del Instituto De Investigaciones Estéticas, 9(35), 69-102. doi:https://doi.org/10.22201/iie.18703062e.1966.35.824

Haba Quirós, S., & Rodrigo López, V. (1990). El tema del culto a las aguas y su continuidad en relación con las vías naturales de comunicación. Repositorio Documental GREDOS Zephyrus, 43. Obtenido de https://gredos.usal.es/handle/10366/71448

Hernández Flores, L. F. (2020). Ex convento de San Juan de Sahagún o de San Agustín cuando fue habilitado como penal estatal finales de 1800 principios de 1900. Salamanca En FOTOS. México. Obtenido de https://www.facebook.com/SalamancaEnFotos/posts/3336768523080461

López, C. (2002). Cultivo de Rosas. Origen y evolución del cultivo de rosas. Obtenido de https://www.redalyc.org/pdf/1932/193217832008.pdf

Rojas Garcidueñas, J. (2014). Salamanca. Recuerdos de mi tierra guanajuatense. Edición comentada por Benjamín Arredondo. México: Raíces.

Secretaría del Medio Ambiente y Ordenamiento Territorrial Guanajuato. (2020). Obtenido de Documento Técnico Base Del Inventario de Especies Vegetales Nativas: https://smaot.guanajuato.gob.mx/sitio/upload/biodiversidad/inventario_especies/Documento_Tecnico_Especies_Vegetales_Nativas.pdf

Séjourné, L. (1957). Pensamiento y Religión en el México Antiguo. México: Fondo de Cultura Económica.

Yong, A. (2004). EL CULTIVO DEL ROSAL Y SU PROPAGACIÓN. Cultivos Tropicales. Instituto Nacional de Ciencias Agrícolas, 25(2), 53-67. Obtenido de https://www.redalyc.org/pdf/1932/193217832008.pdf

José Armando Pérez Crespo, PhD in Art Studies, University of Guanajuato (Universidad de Guanajuato – UG), Mexico; Full Professor, Department of Art and Business, Engineering Division, Irapuato-Salamanca Campus. Member of the National System of Researchers (Sistema Nacional de Investigadores – SNI) of the National Council of Science and Technology (Consejo Nacional de Ciencia y Tecnología – CONACYT) in Mexico. An architect by training, he participated in the restoration of the aforementioned heritage building, from 1999 to 2002. Lines of research: Art, Cultural Landscape (Architecture, Art and Design Division, UG), Education.

Intermedial Postmodernism in Art: Concepts and Cultural Practices

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Irina Aleksandrovna Urmina1, Kristina Konstantinovna Onuchina2, Natalia Dmitrievna Irza3, Irina Anatolievna Korsakova4 & Ivan Alexandrovich Chernikov5

1Russian State Social University, Moscow, Russia
2Russian State Social University, Moscow, Russia
3Russian State Social University, Moscow, Russia
4Moscow State Institute of Music named after A.G. Schnittke, Moscow, Russia
5Military Training and Research Center of the Air Force “The Air Force Academy named after Professor N. E. Zhukovsky and Yu. A. Gagarin” (Voronezh) of the Ministry of Defense of the Russian Federation, Russia.

Corresponding author: Irina Aleksandrovna Urmina. Email: n.yushenko@list.ru

Rupkatha Journal, Vol. 14, Issue 2, April-June, 2022, Pages  https://doi.org/10.21659/rupkatha.v14n2.02

First published: June 18, 2022 | Area: Aesthetic Studies | License: CC BY-NC 4.0

(This article is published under Volume 14, Number2, 2022)
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Intermedial Postmodernism in Art: Concepts and Cultural Practices

Abstract

The study analyzes the existing and developing ideas of and approaches to the study of the multilevel concept of intermediality and its different aspects, forms, and phenomena considering the existing approaches and definitions. The study aims to reveal the capabilities of intermediality as a potential of innovative artistic creation. Research is conducted using sociocultural research methods including a comparative study of the recently proposed typical intermediality models, analysis of descriptive texts about the factually present models of art synthesis, as well as the context pointing to the presence of lack of correspondence between a particular fragment of text (the content of activity) and the real conditions in which activity is carried out. In the framework of an interdisciplinary comparative study, the emergent field of intermediality and its relationship to cultural practices in different spheres, including education, are defined at the qualitative level. The subject field of the study of intermediality as a key concept of modern culture is evaluated and its specific features in art, including music, are identified. The problems of the formation of synthetic media arts as a reflection of the postmodern perception of the world under the new conditions of digital technology, which transforms any creative cultural text into another type of information, usually of a quoted and multiple nature, are presented for discussion. It is proposed to pay special attention to the formation of “intermedial competence” – the ability to understand and interpret the process of the generation of new meaningful content, which occurs within the semantic modalities and communicative registers. The latter is only possible within the framework of the competence-based approach enshrined in the foundations of the universal system of European, including Russian, two-level higher education.

Keywords: Art, intermediality, theatre, communication. 

  1. Introduction

Sociocultural reality in the conditions of the greatly accelerated spread of visual culture determines the specific problems in the formation of a person’s world image. Visual forms, which dominated mass culture throughout the 20th century, have now become basic in the context of the active expansion of the media space created by means of new mass communication media. As a result of the qualitative changes in the ways of influencing mass audiences, a new generation was brought up on the ubiquitous use of modern visual technology, which drastically differs from the traditional social and cultural forms of communication that have existed for centuries but only partially allow to maintain the connection with the experience of previous generations today. Modern mass culture has become almost exclusively visual and categorically offers ready-made images, depriving people of the ability to imagine and independently form individual perceptions of their surroundings. Even W. Benjamin, a German philosopher, cultural theorist, aesthetician, literary critic, essayist, and translator, emphasized the growing nature of the entertainment function of mass culture: “The mass is a matrix from which all traditional behavior toward works of art issues today in a new form. Quantity has been transmuted into quality: the greatly increased mass of participants has produced a change in the mode of participation” [Benjamin 1996: 61]. The philosopher also indicates that the wide availability of works of art leads to the loss of the uniqueness of artwork, and a cult character is replaced by a consumer and commodity character.

The expanding presence of art in public life is undoubtedly due to the development of technical means, the duplication (copying) of works of art, mass production of works of fiction, reproductions of paintings, sculpture, and architecture. The qualitative technical and technological shifts in the digital sphere and the advancement of information and communication technology allow for the reproduction of virtually all forms and types of artistic products in the video and audio format on a mass scale. This list now also includes the phenomenon of virtual reality, which became a logical continuation of the methodological evolution of visual communication through media. The communicative potential of electronic and digital technologies has presented the entire society with new prospects for their use in social and cultural interaction. Thirty years ago, the German poet, writer, playwright, essayist, and translator H. M. Enzensberger wrote:

“The new media are oriented towards action, not contemplation; towards the present, not tradition <…> That does not mean to say that they have no history or that they contribute to the loss of historical consciousness. On the contrary, they make it possible for the first time to record historical material so that it can be reproduced at will. By making this material available for present-day purposes, they make it obvious to anyone using it that the writing of history is always manipulation” [Hans Magnus Enzensberger 1986: 104-105].

The American film critic and theorist B. Nichols writes the following about the works of culture in the age of cybernetic systems: “Instead of reproducing, and altering, our relation to an original work, cybernetic communication simulates, and alters, our relation to our environment and mind” [Bill Nichols 1996: 128]. The very process of simulation and the phenomenon of a hypertrophied model of reality was revealed by French sociologist, cultural scientist, and postmodern philosopher J. Baudrillard in the concept of simulacra, which has become a representative model of modern culture:

“It is no longer a question of imitation, nor duplication, nor even parody. It is a question of substituting the signs of the real for the real <…> A hyperreal henceforth sheltered from the imaginary, and from any distinction between the real and the imaginary, leaving room only for the orbital recurrence of models and for the simulated generation of differences” [Jean Baudrillard 2002: 181].

The phenomenon of art synthesis made its appearance in the earliest periods of art development. In the first half of the 20th century, there emerged an urgent need to create synthetic works that could have a complex effect on the viewer and listener by transferring the properties of one art form to another. For example, the Russian artist and fine art theorist V.V. Kandinsky created several stage compositions including “Green Sound”, “Purple Curtain”, “Black and White”, and “Yellow Sound”, the composition of which was intended to harmoniously combine music, color, plasticity, and word. Kandinsky believed that the combination of the means of various arts “can only be successful if it is not external, but principled. This means that one art must learn from the other how to use its means; it must learn in order to then apply its own means according to the same principle” [Kandinsky 2016: 17]. Russian composer and pianist, teacher, and representative of symbolism in music A.N. Scriabin was the first to use color in the performance of music, introducing a new concept of light music. In the musical poem “Prometheus”, he “sought parallelism – I wanted to strengthen the impression from sound with light”, but this also ceased to satisfy him: “now I am no longer satisfied with this. Now I need light counterpoints… Light goes its own melody, and sound its own…” [Sabaneev 2014: 239].

With the development of the information space, by virtue of the improvement of mass media, the established relationships between the visual and the verbal in public life were distorted in favor of the visual (the so-called visual turn). Art, in general, became part of the daily life and was attributed utilitarian meaning. At the same time, the borders of art were being blurred in structuralism, poststructuralism, postmodernism viewing the world as text and the works of art as “artifacts”, and in the development of constructivism in art. All this gave rise to multidisciplinary research not only on the interaction between particular types of art but also with other sciences and, later on, on the concept of intermediality primarily in the media-technological sense. Research practically split into two branches: technological and semiotic. The former is associated with the concept of “medium” or “media” consistently used as a material concept of “means of communication” or “technical means of publication,” and “communication channel”. The latter refers to the content aspect when media acts like a sign system or a sign code, and the interaction between the sign systems (languages) of different types of art generates the integrity of artistic and aesthetic perception.

In a broad sense, “intermediality” is now understood as a special type of relations emerging between media. The concept itself, however, generally has multiple meanings (in various scientific disciplines, there are no less than ten definitions [Khaminova, Zilberman: 2014: 39]), therefore, both the nature and the mechanism of the interaction of media also vary. For instance, in art, intermediality is the perception and experience of a different type of art, their juxtaposition, providing for a fundamentally creative movement and unpredictability of future states. Contacting media not only merge in a common space, but also influence, modify, and even transform one another (theater as a combination of plastics, action, music, images, etc.). It should be borne in mind that media is, first, a means of communication (a way of transferring information), second, a means of mass information, and third, a certain sign or code system. Then, in the interaction process, that is, in the process of intermediality, there emerges a polyartistic environment, in the space of which cultural codes are born, aesthetically developed, and translated through various cultural codes (for example, in various types of art). Here we would like to emphasize that the concept of intermediality started to appear in the terminological apparatus of such sciences as philosophy, philology, and art history only in the last decade of the 20th century coming to be the intersection of the concepts of “intertextuality” and “interaction of the arts” (interart). Such a split of the term into two separate sections calls for a double comparison with each concept. Intertextuality in literature and art refers to a special principle of citing previous works in a new philosophical and artistic context. The interaction of arts becomes their synthesis, which forms an independent interference environment that contains many different cultural texts.

Thus, by means of the new computer (digital) systems for transferring mass information via telecommunication networks (the Internet media), mass media or the means of mass information carry out the multichannel transmission of all types of information contained in the cultural texts of different types of art. In the postmodern era, the entire world can be viewed as cultural texts, conceptions, motifs, and cliches, which are distinguished into the uniform (homogeneous) and non-uniform (or intermedial, synthetic, heterogeneous) types. From this point of view, creation is a conscious or unconscious reference to its predecessors, hence modern art is reference art.

It is important to mind the fact that the technically electronic media of the last century (which appeared at the same time as print media), i.e. sound recording, radio, cinema, and television, used analog systems. As stated by D. Hesmondhalgh:

“…in analog broadcasting, the main components of communication and cultural expression – words, images, music, other sounds, etc. – were transferred to a continuous medium (radio waves), which in one way or another reproduced the form or appearance of the original performance, image, etc. <…> The radical innovation associated with the development of digital electronic methods of data storage and transmission is that the basic components of cultural expression – words, images, music, etc. – are converted into binary code (sequential series of zeros and ones) which can be read and stored by computers” [Hesmondhalgh 2018: 327-328].

It is believed that intermediality takes a special place in art by virtue of the interpenetration (synthesis) of its different directions reflecting the author’s emotional perception of events expressed in cultural texts. Semantically, however, people only perceive the part of a cultural text (as a reflection of the current worldview) that is stereotyped, recognizable, and does not require interpretation or multi-dimensional decoding of meanings. Therefore, the formation of modern individuals’ “intermedial competence” – the active ability to understand and interpret the process of the generation of new meaningful content, which occurs within the semantic modalities and communicative registers, to use various symbolic systems, scientific and general discursive practices for this purpose – becomes relevant. Effective development of such skills and abilities within the framework of the existing competency-based approach in the institutional system of higher education is a logical continuation of the development of a modern person in the digital age.

  1. Methods

At present, there is a strong conviction of the need for interdisciplinary research in virtually all fields of science, including the humanities. “Accordingly, it has become appropriate to combine different theoretical models to solve certain social science problems. A condition for this combination is the compatibility of the models and not the strict correspondence to the commonly accepted provisions of the general theories that spawned them” [Orlova 2008: 290]. The methodology of intermediality is also based on interdisciplinarity [Tishunina 2001: 149]. The common ground for all classifications of this concept is the ways and forms of media exchange. Since the intermedial process, from a sociocultural perspective, is the communicative exchange of information generated by a person or a group of people and transmitted through different cultural codes, there arises the need for identifying the basic foundations for the study of such a multilevel concept comprising a wide range of humanitarian disciplines (communication theory, sociology of culture, cultural and intercultural studies, philosophy, theory of literature and music, art history, film, theater, etc.). Of primary importance, in this case, is the study of the aforementioned process in the conditions of a dynamic intersection, interpenetration, and interference of these disciplines generating new forms of artistic innovations, which rapidly spread in the virtual space and are with little comprehension used as the carriers of innovative education practices. What can become the primary method for the study of such a phenomenon is comparative analysis, which includes quite a wide array of particular techniques of analysis. However, the intermediality subjected to research today inherited the problematics of the long-known concept of “interaction of the arts”, and at a time when the concept of “cultural text” had become one of the leading ones in the humanities. Nonetheless, the broadened concept of text does not cover the peculiarities of the interaction of the “voices”, “languages”, “codes”, “textual units” of various arts. The more problematic becomes their interdisciplinary qualitative analysis – particular methodological principles of research in literature, the fine arts, music, theater, cinema, etc. have been developing for centuries. Such theoretically substantiated monomediality divides these special areas, which in practice have very successfully merged into new synthetic forms. It remains to select a common methodology for studying these innovations. The heterogeneity of types of individual arts united in new semantic manifestations should be levelled in the general methodological foundations of studying the process of interaction of these arts.

What unites them is the obvious anthropocentricity reflecting in the historical time the centuries-old social and cultural practices of human communities as the reflection of the world image, the reproduction of the present reality in artistic images. It is methodologically possible to determine the basic foundations for the analysis of these practices. Such methodological foundations emerge with the combination of the sociological and cultural-anthropological ways of cognition within the problem field, where it is necessary and possible. The problem field of intermediality research can be defined as the semantic intersection of mutually complementary and compatible sociological and cultural-anthropological concepts. It is also clear that such interdisciplinary research can utilize classic scientific methods:

– the functional method, which allows determining the significance of a specific and stable sociocultural interaction of individual social units for individuals and society;

– the structural method, which allows identifying stable bonds between symbolic objects;

– the semantic method allowing to study and evaluate the symbolic representedness of the content of sociocultural life in iconic and symbolic form;

– the dynamic method, allowing to determine the causes, forms, and driving forces of the occurring sociocultural changes and processes;

– the systemic method, which allows studying such cultural units as traits, patterns, and themes, as well as the possibility of logical links and transitions between them, at the level of theoretical conceptions.

It has to be noted that “at present, there are all conceptual grounds for the integration of sociological and cultural-anthropological knowledge into a common theoretical and methodological model of research that can be called sociocultural. First and foremost, both sciences are logically compatible. They have a common fundamental basis: both the social and cultural dimensions of human coexistence are considered as derivatives of people’s organized interaction and communication” [Orlova 2008: 300]. Particular attention should be paid to the analysis of the dynamic aspects of people’s life together, which are reflected in the processes of their communication and interaction, including in the sphere of art. Time will tell how this will be taken into account in research on intermediality.

  1. Interpretations of the concept of intermediality in art

It can be argued that the digitalization of any creative cultural text transforms it into a different type of information, one of reference and plural nature. What then happens to such a text transformed into a cultural product in the qualitative sense? Let us more closely examine the process of transformation of cultural texts in the intermedial space of art starting from basic definitions.

The concept of intermediality is generally defined in our sign and multimodal culture as the interaction and mediation realized in texts. In essence, all contemporary social, cultural, and educational practices are carried out exactly in the field of intermediality. Without diving too deep into the analysis of historical and theoretical preconditions for the emergence of the phenomenon of intermediality, we will only note that as early as in the 19th century, it was showing itself in the interaction of different types of art, either within one type or crossing its borders and generating various synthetic forms. At present, such synthesis has become an active and commonly occurring phenomenon of artistic culture making use of the latest digital technology. Irina Rajewsky points to the fact that the concept of intermediality has been an umbrella term for different approaches from the very start and each time, intermediality is associated with different attributes and distinguishing characteristics. The specific objectives in different spheres (for instance, in medieval studies, literary studies, sociology, film studies, art studies, etc.) of intermedial research are constantly changing [Rajewsky 2018: 43-63]. As a result, there rises the need for deep additional study of both the methodology and lexical techniques of intermediality.

In art, intermediality presents the perception of another form of art as if from a distance, a kind of figurative empathy involving not only possible communications but also future joint interactions. It is in this exact case that different forms of media exchange come to be. For example, “transformative intermediality – the representation of one medium by another, the transition of an artifact into a different sign system, which it becomes part of, the relationship of manifestations of the same plot in different types of art; ontological intermediality as the ontological dimension of culture based on the inherent commonality of various media that does not rule out their differences (for example, the musicality of poetry, the cinematography of prose); conventional intermediality – the medial diversity of forms of artworks, a special type of interrelations inside text and interactions of cultural codes of different arts; normative intermediality – the same plot is developed in various media and each new era assesses the art of the previous ages differently – new thoughts and feelings arise, requiring new methods (mediums); referential intermediality – the text of one medium referencing the text of another” [Sinelnikova 2017: 808].

Without a doubt, intermediality has been showing itself in art in different forms since the 19th century, since the author of a work presents their unique image of the world with the means of communication available to them [30].

As noted above, not only works of various arts but also the very space of culture can be considered text. The concept of semiosphere or the semiotic space proposed by the Russian literary scholar, culturologist, and semiotician Iu.M. Lotman [9] best describes the conditions necessary for carrying out communication in this space. It is, however, also important to consider the fact that any cultural text or statement in the sphere of art exists within different semiotic (sign) systems, which are the works of literature, art, and culture as a whole. This problem has been analyzed by Iu.M Lotman and many other researchers in works on the semiotics of the space of culture [9; 21]. Essentially, they all rely on the idea of the world as text proposed by structuralists, including the French philosopher, literary scholar, aesthetician, and semiotician R. Barthes [Barthes 2016]. At the same time, the text can also be considered within the framework of discursive practice [10, 11, 21, 30].

  1. Intermediality in music

The English essayist and art historian P. Walter pointed out that “all art constantly aspires towards the condition of music. For while in all other kinds of art it is possible to distinguish the matter from the form, and the understanding can always make this distinction, yet it is the constant effort of art to obliterate it” [Milian 2019: 1].

What can be considered a manifestation of intermediality is ekphrasis as a doubled statement in a cultural text in different semiotic codes. For example, the interaction of literary fiction and music has been a topical subject of communication and creative interaction of composers, writers, musicologists, historians, and literary theorists for centuries. The aesthetic connections between literature and other arts have been discussed since Antiquity, particularly concerning the link between literary works and musical pieces. This discussion concerns the phenomenological musicality of prose associated with the two-fold structure of an artistic text as a correspondence between the material and form, the plot and the composition. According to the Soviet psychologist L.S. Vygotsky, “the very essence of the impact of art on us” resides not in the depiction of events but in the “processing of the perception that comes to us from the events”. An important role in this processing is played by the “plot composition,” “the organization of the writer’s speech itself, their language, the structure, rhythm, and melody of the story” [Vygotsky 2016: 202-203]. What comes as a result of ekphrasis is a strong emotional impact on the listener (an emotional explosion). “The moment of explosion is at the same time the point of a sharp increase in the informativeness of the whole system” [Vygotsky 2016: 135]. This occurs by virtue of the interpenetration through the genre and type borders – in the literal sense, a textual literary work expands its semiotic boundaries at the expense of other art forms. This results in intermediality. Since the problem of ekphrasis is closely linked to the issue of the interaction between literature and other art forms, M.I. Nikola [Nikola 2009: 25-26] alongside fine art, sculpture, and architecture identifies such types of ekphrasis as literary and musical, A.N. Taganov lists the literary, musical, and theatrical types [Taganov 2005: 140-149], and D.V. Tokarev mentions musical, fine art and musical, and cinematography ekphrasis [12: 93-95].

The semiotic principle of the division of arts, which made a particularly strong appearance in the 19th century, draws a distinction between the pictorial and non-pictorial (or expressive) types of art. “Pictorial arts (fine art, sculpture, graphics, photography, literature, theatre, and cinema) use the ‘language of real-life impressions, recreating before the eye or imagination objects and phenomena of the real world as one perceives them in one’s practical experience’. The non-pictorial arts (music, dance, architecture, applied arts, design) diverge from ‘the form of a sensual image that emerges in the experience of a person’s daily life’” [Bochkareva et al. 2012: 5-6]. Different models of transition and interaction form between them inescapably. What we are primarily concerned with is the contemporary aspect of intermediality in music. In this sense, “a vivid example of ekphrasis is the musical “The Phantom of the Opera” based on the novel of the same name by Gaston Leroux, a legendary and world-famous masterpiece by composer Andrew Lloyd Webber, which has not left the stage of the world’s theaters for almost 30 years” [Bigvava 2018: 34].

It is worth disclosing the concept of intertextuality, which was introduced by Iulia Kristeva based on “the discovery first made by M.M. Bakhtin in the theory of literature: any text is constructed as a mosaic of quotations, any text is a product of absorption and transformation of some other text” [Kristeva 2000: 429]. Kristeva operates with the terms “alien word”, “dialogue”, “multivoiced”, “polyphony”, etc., which Bakhtin used in relation to the texts of fiction. R. Barthes [Barthes 2013], specifying the definition of intertext, once again emphasized that in any text (intertext), other texts are inevitably present as fragments of cultural codes, formulas, rhythmic structures, fragments of social idioms, etc., absorbed and mixed in this text from the preceding linguistic culture [Bochkareva et al. 2012: 7].

Various methods for the analysis of literary works (mythological, biographical, comparative-historical, cultural-historical, psychological, formal, structural, sociological, culturological, narratological, semiological, etc.) have been developing in the sphere of literary art as the totality of any and all texts for decades, whereas the problems of analyzing the non-verbal (non-word) artworks remain unresolved to this day. Of most relevance appears to be the method of intermedial analysis, although it cannot be applied to all literary works since, at the very least, it requires defining the categories, levels, and common techniques of analysis universal for the works of different types of art.

Numerous definitions and approaches to the study of the concept of intermediality generate a wide array of intersecting and sometimes contradicting versions of seemingly the same thing. This is especially apparent from the works on the systematization of intermediality research by Lars Elleström [27, 31] who believes that all media are multimodal and intermedial in the sense that they contain a multitude of basic attributes and can only be considered in the general field of other types of mass information means.

Based on the formal method developed in structuralism, narratology, semiotics, communication theory, and interpretation, there are semiotic methods [1, 9, 21], which can be considered intermedial in a broader sense, meaning by that the analysis of relations and forms of interaction of the textual languages of different arts. This was indicated by the Italian scientist, philosopher, specialist in semiotics and medieval aesthetics, cultural theorist, and writer Umberto Eco in his book “Interpretation and Over-interpretation” [26]. The same idea is argued by Patrick Milian, who proposes four intermediate configurations of intermediality as the basis for interpreting the relations between different types of art [Milian 2019]. Milian himself relies on the work of Peter Dayan [Dayan 2011], who states that these relations rest on the fundamental incommensurability between the individual arts: the visual arts can never affect and communicate as music does, music does not come close to poetry, and poetry – to the visual arts. Nevertheless, there is the concept of transposition, which allows the author to represent another kind of art, its, so to speak, environmental peculiarity, which has recognizable signs of measurability and scientific repeatability. Thus, it becomes possible to maintain the existence of truth in art as a whole, to use the iconic features of one type of art in combination with the expressive features of another.

At present day, due to the lack of universal criteria and a terminological system for the study of the concept of intermediality, the search for a universal method for analyzing any work of art remains a topical issue.

“The main problem is that in different arts, the same terms refer to substantially different phenomena: the composition of a painting or a musical piece is not the same as the composition of a literary text. Different types of art arrange artistic time and space differently and use varying means of creating an artistic image. An example of this is the artistic image and the means of creating it in music, fine art, and literary works” [Chukantsova 2009: 140].

Since the artistic image is defined as a way of mastering and transforming reality [16, p.42], it is possible to identify the means used by music, fine art, and literature to the same degree. One of the primary tools in these arts is composition [18; 20; 21], which presents a system consisting of elements or components that are in specially organized relations with each other and can be distinguished by some formal attribute. Compositionally, these elements are the parts of an artwork that can be considered essential for its structure and content and are subdivided into external and internal [16, p. 216–223]. The external components or elements of a literary work can be individual chapters, stanzas, or phrases, stylistically isolated moments, as well as an introduction, conclusion, and epilogue. The internal components include the plot, theme, and individual characters of a literary work in their textual associations. The components or elements of the composition of musical and literary pieces can match or differ in terms of structure. For example, both types of works (cultural texts) are formally divided into parts, yet in music, this division is based on intonation as the foundation of musical thinking and communication. On the other hand, intonation is the unity of sound (the sound shell of a word) and meaning, same as words. The word, however, comprises a limited number of phonemes, whereas musical intonation uses the entire range of sound with different tempos, rhythmic patterns, volume levels, etc. The parts of a work are often marked by theme, motif, and leitmotif. Theme refers to the main idea of an artistic work lying at its basis and developing throughout its course. The motif is the semantic unit of any artistic text, including musical ones. The motif can be represented by a recurring word, phrase, situation, object, idea, image, or character. A leitmotif is a theme or motif that is associatively linked to a certain situation, character, or idea in a musical piece. In music, the leitmotif is a prominent, vivid, melodic phrase used to characterize a certain character, phenomenon, idea, or experience and repeated many times in the course of the plot development, i.e. it takes on the function of the motif of the artistic text. The main distinguishing feature of leitmotif in literary works is continuous reappearance in different qualities: as a word, gesture, action, image, idea, and so on.

It can be argued that multimediality emerging from the interaction of different arts describes the integration of semiotic operations and meaning modalities in a common phenomenal space. At present, such symbiosis has generated a vast space of intermedial artworks, new synthetic media-arts, in which importance is attributed not to the cultural texts themselves but rather their relations that form new meanings.

  1. Discussion. Intermediality in the context of total digitalization

Intermediality “as the interference of the arts, particularly the verbalization of nonverbal art forms within fictional genres, is under serious pressure from the modern technological landscape, the main challenge of which should be considered the digitization of any content (music, video, photos, audio files, etc.)” [Zagidullina 2017: P. 60]. The era of panmediatization has brought about the transformation of both participants in communication in the sphere of art (the creator and the consumer), the channels of communication between them (as a condition for the existence of an artwork itself), and the nature of works of art. Same as many other technological innovations, digitalization generates immediate and delayed effects. The immediate effects can be considered to be the aforementioned transformations of any creative cultural text into another through interference with cultural texts from other art forms and the convergence of polycode structures in the space of an artwork, or even into another art form through changes in the very ways of forming the postmodern image of the world as a set of cultural texts. Finally, interactivity at the moment of communication or interaction between the creator of an artwork and its recipient (today, the consumer of a cultural product). Modern polycoding differs from the already existing accompaniment of text with video, audio, or photographic inclusions (the so-called longreads) because it relies on hybridization based on the possibilities of a protocol as a way to digitally replicate any work of art. Here we refer to the technologies allowing to convey color through sound and emotions through color, to the opportunity of describing a person’s state through musical composition. As an example, the British musician and artist Neil Harbisson who suffers from a disease that only allows him to distinguish the shades of grey, and who has expanded his ability to perceive color and became the world’s first officially recognized cyborg – with an antenna implanted in his skull and dental implants that can allow Harbisson to send messages over the Internet by clicking out Morse code with his teeth. This may be an isolated case, but the mass acceptance of synthetic art is not that far away. Moreover, as soon as digital technology becomes simple enough, art will immediately respond by creating new syncretic forms. As for the delayed effects of digitization, we should pay attention to the rapidly spreading hybrid forms of cultural texts in virtual space (newslore, medialore, journallore, netlore, etc.), new polycode genres (pins, instas, photoshop battles, memes, longreads, etc.), and new forms of language.

Considering the contemporary sphere of musical art, there is the rise of song culture as a polycode literary and musical genre, in which the meaning of a hybrid cultural text is formed through the synthesis of the meaning of the word itself and the image generated by the melody. It is melody and not the word that becomes primary in this synthesis of two arts – the meaning of words in a foreign language can be unclear, or the song itself can be deliberately arranged so that the lyrics are difficult to hear. The technical opportunities are extraordinary – smartphones and headphones allow any person to dive into the world of art “on the go”. Thus, the seeming easiness of perception creates the illusion of the simplicity of creating an artistic work, which results in a greater number of authors writing music and song lyrics and their demonstration on the Internet. Mass cultural practices have already generated the profane culture of the 20th century. Now, we propose to discuss what is to come in the near future.

A. Petho indicates the following: “‘intermediality’ has proved to be one of the most productive terms in the field of humanities, generating an impressive number of publications and theoretical debates. This popularity of intermedial researches was prompted by the incredibly accelerated multiplication of media themselves that called for an adequate theoretical framework mapping the proliferation of media relations. The other factor that propelled ‘intermediality’ to a wider attention was most likely the fact that it emerged on an interdisciplinary basis that made it possible for scholars from a great number of fields (theories of literature, art history, music, communication and cultural studies, philosophy, cinema studies, etc.) to participate in the discourse around questions of intermediality” [Petho 2010: 40]. This statement cannot be argued with since it is relations and not the meaning content of each of the interacting arts that have become the most topical subject of discussion today. The part of a cultural text (in the broad sense) that ends up perceived today is that which is stereotyped and recognizable and does not require interpretation or multidimensional decoding of meanings.

What comes to the fore then is a kind of “intermedial competence” as the ability to understand and interpret the process of generating new meaningful content, which takes place within the semantic modalities and communicative registers, the ability to use different symbolic systems, different disciplines, and general and scientific discursive practices for this purpose. For this ability to be developed, it is not enough to merely use the information and communication opportunities of the digital environment of the virtual space, it also calls for the exchange of knowledge of the entire sphere of culture. The conceptual content of culture, the management of knowledge, and the practical use of the enormous amount of information generated on the World Wide Web are immanent to education, science, creativity, innovation, education, upbringing, and everything that shapes both citizenship and identity of individuals. The rapidly advancing digital technology and intermedial discursive practices have started to play a special role in the development of modern educational and cultural policy and practice. The interactive nature of Internet communication networks, which attracts users looking for obtaining a cultural identity, also reveals the dark side of this activity – the more the users engage in information search, the less they seek social solidarity. The increase of mobility resides in the greater individualization it creates, since people can communicate and interact at distance regardless of their physical location, and individualization entails social passivity. The global nature of this problem is apparent today and manifests in all spheres of human life, including education.

On the Internet, especially in the creative field, a sense of belonging to the creation of something new, or even mutual exchange and cooperation, is formed. However, in reality, this rarely happens due to differences in the basic professional competencies of individuals, even if they have talent. Even in the professional sphere (for example, music), excessive use of network technologies can tear an individual away from active real life with its obligatory resulting interactions and information exchange. Network individualism is clearly manifested in the virtual space, where instead of the expected globalization, people have many changing sets of glocalized connections due to many changing cultural preferences. At the same time, through the Internet, people get access to the public sphere and the opportunity to express their personal opinions, which may not at all correspond to public information and professionally formed media. Thus, bloggers have appeared who consider themselves specialists in any field of everyday activity, and in the field of music – practically professionals. As a result, an imaginary community space is formed, in which the space of information flows replaces real life in the geographical space of places. Against this background, there is an obvious decrease in a person’s sense of social and personal responsibility to others, but real society may not forgive this (an example is cancel culture).

It is the sphere of education as a stable social institution that can use the growing volume of virtual network communications using forms of intermediality to represent reality as a dynamic process in which a person (as a formed personality) is defined in a variety of times and cultural spaces – genres, languages, groups, etc. The dynamics of culture then appear realized in discursive pedagogical practices and creative projects. The globalized virtual context with all its interactive forms is combined with glocalized training programs that consider the cultural and historical heritage, forming general cultural competence. It is already impossible to imagine it without understanding intermediality as a necessary component of the creative process of generating something new. This is especially evident in the field of culture and, in particular, art, when the teacher acts not only as a teacher-methodologist but also as a teacher-technologist, who forms an actively creative person who will continue to need an independent constant search for new knowledge and professional skills. This requires the teacher themself to be fully immersed in the changing context of the socio-cultural environment, as well as to master intermedial technologies in relation to the current life situation in society. In the field of art, various artistic trends, synthetically uniting in multidisciplinarity, have been creating new visual forms for more than a century (Russian modernism is an example). Disciplinary boundaries are being pushed but whether intermediality will become the basis of all humanities outside the realm of art is not yet clear. Discursive practices allow an art teacher, together with students, to form new professional competencies. At the same time, students also manifest the social position of citizens of a particular country. This is the function of the education system in any state – the formation of a general cultural and professional worldview of competent and responsible citizens. Hypothetical global cultural unity is hardly achievable today; rather, intermediality contributes to the expansion of knowledge in the field of culture as a dynamic content basis of social life (considering modern technological and technical achievements). Manifested in the media-technological, cultural-aesthetic, and socio-cultural-communicative trinity, intermediality is in the process of forming a new semiotic system as a result of the interaction of arts. This dynamic also corresponds to the educational process of forming general cultural and professional competencies in the field of art.

  1. Conclusion

Youth as a special socio-demographic group occupies a special place in the reproduction of labor relations, i.e. in the market of the social division of labor. The atmosphere of the simultaneous presence of numerous opportunities and their inaccessibility is further aggravated by the fact that the only social model supported by ideological imperatives in any state (inviolability of private property, the prestige of people of science and education, tolerance, national dignity, etc.) has led the younger generation to strive for greater freedom of action and movement, to become aware of the value of their own private life as greater compared to corporate values in labor, and to seek creative self-realization. The model of success that had been viewed as the only possibility for decades no longer brings satisfaction to individuals. This means that the a priori desired “happiness”, a cultural concept closely related to the concept of “success” in this case, is not achieved. It should be noted here that the basis for modern youth’s self-identification became the orientation on understanding and not cognition and gaining knowledge.

Today, education has become, in the first place, a crucial socializing factor. Self-determination in life is viewed as a person’s active assertion of their position in relation to the social system of values (moral, social, communicative, aesthetic, professional, etc.), which allows them to manifest themselves in various life situations. This is directly associated with the competency-based approach enshrined in the foundations of the universal system of European, including Russian, two-level higher education. The formation, or, more precisely, the design of general cultural and professional competencies has become a demanded result of the educational process in higher education. It is possible that the development of intermedial competence has to become another component of this vital process.

References

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Tamarchenko N.D.  2014. Teoreticheskaia poetika: poniatiia i opredeleniia (Khrestomatiia) [Theoretical poetics: concepts and definitions (Chrestomathy)] / auth.-comp. Moscow: Russian State Social University.

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Zagidullina M.V. 2017. Intermedialnost v epokhu totalnoi mediatizatsii: kak tekhnologii vliiaiut na literaturu i ee teoriiu. [Intermediality in the age of total mediatization: how technology influences literature and its theory.] / In collection: “Pavermanovskie chteniia. Literatura. Muzyka. Teatr: sb. nauch. tr.”. O.N. Turysheva, ed. Ekaterinburg, Moscow: Kabinetnyi uchenyi. — 2017. Iss.3.

Sentiment Analysis for a Humanist Framework: How Emotions are Recognized and Interpreted in the Age of Social Media

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567 views

Rafael Guzman Cabrera
Department of Electrical Engineering, University of Guanajuato, Mexico. Email: guzmanc81@gmail.com

Rupkatha Journal, Vol. 14, Issue 2, April-June, 2022, Pages  https://doi.org/10.21659/rupkatha.v14n2.01

First published: June 18, 2022 | Area: Aesthetic Studies | License: CC BY-NC 4.0

(This article is published under Volume 14, Number2, 2022)
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Sentiment Analysis for a Humanist Framework: How Emotions are Recognized and Interpreted in the Age of Social Media

Abstract

Language is in constant evolution – this theory has been demonstrated most aptly and comprehensively by Marshall McLuhan. Specialisation in the different areas of knowledge, especially technology, has contributed to this process. Technological advances and the development of so-called intelligent devices allow interaction through voice interfaces, text, or gesture and in its most advanced forms by means of the incorporation of artificial intelligence-generated linguistic communications in human-machine interfaces. In recent years, the ways of communication or watching news have changed, now we do it by means of the internet and through different options of the social networks. We interact with people and react to their communications by means of divergent ways of language formation. It is increasingly common to express opinions through social networks and the internet. So much so that now we know that it is possible to analyse a person’s sentiment from his or her communications of opinion issued in social networks? The question is, can we determine, for example, whether the opinion has a positive or negative emotive charge only by analysing the written or inscribed texts of such formats of communication? This paper presents a brief description of how technological evolution has created an x-factor of language, that is expressed, appropriated and re-used in machine learning modules, artificial intelligence, and automatic sentiment analysis.

Keywords: Artificial intelligence, Language evolution, Sentiment analysis.

  1. Introduction

The evolution of the human language is one of the most important and interesting post-humanist questions about the human ability to think and interact with the world and the environment (Nowak, Komarova, & Niyogi, 2002). The earliest records of language come from the Denisova cave inhabitants of southern Siberia, some 175,000 years ago (Barnard, 2016). We don’t know if they spoke or developed a language or protolanguage. A protolanguage is a language reconstructed on coincidences and common features of a family of original languages. There are several theories about the first stages of protolanguage (Tecumseh and Donald 2010). Generally, four models are recognized for a protolanguage template: lexical, musical, mimetic and gestural. Again, every language, whether spoken or written, evolves to have grammar as a defining feature. Grammar is essentially syntax: the part of language that lies between the sound system that makes up speech (phonology) and the part that carries meaning and is called semantics. Heine and Kuteva (2007) propose a six-stage scheme for the evolution of grammar: nouns, verbs, adjectives and adverbs, pronouns, and demonstratives and finally negations. Their model further suggests that language evolved gradually, and that the lexicon evolved before syntax.  Since the early 1990s, there has been an increasingly productive study of language, with advancements in many different sectors, and an encouraging increase in exchange and interdisciplinary collaboration (Fitch 2005). Currently we normally see the way we interact with other people, in our communications includes not only the older methods of communication that were available to humanity for thousands of years but also forms or signals derived from communications technologies, some of which include communications across formats like social networks or e-mail correspondences. But what kind of technologies did we leave behind to get here? When did we stop using other ways to communicate? Where did postal mail go, and telegrams and faxes that even relatively recently were used on a daily basis?

We have witnessed a technological revolution that has put our reach of technological resources far in advance so that we have changed our way of interacting with others in so many ways. As a consequence of this change there has also been a change in the nature or structure of language (especially inscription); now we can use emoticons or abbreviations that literally say nothing, but we still use them to express ourselves. The paper mode of communications has changed from paper material surfaces or inscribable surfaces to digitally simulated platforms or screens. Surprisingly, we went from talking on mobile phones to writing text messages through social networks in platforms that we now call social media. Yet it also suggests a new medium of communication such as some of those that McLuhan had barely begun to identify (McLuhan 2003). When we actually talk and interact with a person, either in person or by means of using some technological resource, we also perceive their mood or their “sentiment” either by looking at their gestures, expressions, modulation, and tone of voice, or a whole range of other characteristics that we use to express ourselves. The big question is: is it possible to perceive such feelings from a written text-format alone, like a text that incorporates not just words, but extra morphological semantics like those engendered through emoticons, GIFs, memes, visual codes, digits etc, or new sets of phraseology? The rest of this paper tackles the question of the languages in the latest media, specifically social networks, which constrain us to meet and interact with people by looking at the textual equivalent of their emotions and not at their physical bodies. What are the written expressions and resources that help us to identify the feeling of a person through a written expression? This question also leads us to directly understand how a systematic classification and understanding of emotional cues might be undertaken so that machine learning modules can predict these emotions?

  1. Artificial Intelligence

The evolution of technology had a decisive impact on the way we live today, particularly the development of computer hardware. Just 70 years ago, researchers wondered if a machine could ever think for itself. Over time the question was changed to whether it could come to think by being manipulated by physical symbols sensitive to the structure that they had. In those times they managed to understand the great power of systems that were governed by established rules, but what if the systems were automated? Automation could turn a reading process from being an abstract computational system into a real physical system (Fernández-López, 2011). To determine if a machine uses artificial intelligence or to put it in simple words if a machine is intelligent, Alan M. Turing’s proof was taken as a reference (Millican, 2021), which indicates that any recursively computable function can be calculated in a finite time by means of a machine that manipulates simple symbols. This was Turing’s universal machine. A Turing machine is a device that negotiates with symbols on a strip of tape according to a table of intervening rules. Despite its simplicity, a Turing machine can be adapted to simulate the logic of any computer algorithm and is particularly useful in procuring the functions of a central processing unit within a computer. This implies that a symbol manipulating machine should be able to have intelligent consciousness, where positive results could be obtained since these machines could perform a series of cognitively intelligible activities, as for example the solution of algebraic problems, or of arithmetic, or engagement in meaning interpretative human dialogue or games like checkers and chess. Thanks to the emergence of larger hardware memories, we could evolve more efficient and faster machines that could go ahead and engage with human language systems.

For its part Hubert L. Dreyfus, one of the main characters who argued against the fact that a machine could have its own consciousness, published a book in the 1970s where he criticised the modules of machine cognition (or interpretation) and mentioned that the consciousness was reserved to the capabilities and common sense that people possess, Dreyfus didn’t deny that a machine could be made to think, but said that this could be based only on the manipulation of symbols, that is, by means of programs (Su & Luvaanjalba, 2021). In the 80s Jon Searle proposed a thought experiment called ‘the Chinese room’ which posits that a machine is incapable of thinking, since the human mind doesn’t function like a computer program, nor can a computer program behave like a human mind (Tabares Cardona, 2021). The Chinese room consists of a room, isolated from the outside, in which there is a person who doesn’t know the Chinese language but who, through a hole, can receive sheets of paper with texts written in this language, and if inside the room the person has manuals and dictionaries with which he is able to relate the characters to write a response, without having to study the language but applying rules then, for each set of input characters, the person would be capable of issuing an answer without understanding the language. In the same way, a machine will work with inputs and obtain outputs, even if it doesn’t ‘understand’ them. Therefore, a machine that applies rules is incapable of having consciousness, but we humans can also be, retroactively arguing, a Chinese room full of rules.

The main objective of the Chinese room is to deny that the mind is similar to a computer program, demonstrating that a machine can perform an action without understanding what it does and why it does so, since its logic only operates with symbols without understanding the content involved. Such a machine could easily pass the Turing test by pretending that the machine understands the language. Artificial intelligence consists of a simulation of some activities of the nervous system by means of machines: this refers to the fact that some of the processes that are performed in the brain can be analysed as computational processes. An example would be that rule-guided machines wouldn’t have the distractions of goals to be achieved- as it happens to human beings who are always faced with emotional distractions and destinies of their interactions. These destinies may be simple happinesses from a stream of pain or simple tirednesses. The interface between the brain and the computer allows measuring brain activities, processing and creating communication channels with the environment. We can define a system capable of translating aspects of the nervous system into a model of interactions with the virtual world.

  1. Machine Learning

Learning refers to a broad spectrum of situations in which the learner increases his knowledge or skills to accomplish a task. Learning applies inferences to certain information and constructs an appropriate representation of some relevant aspect of reality or some process (Moreno, 1994). A common metaphor around machine learning – within Artificial Intelligence – is to consider problem solving as a type of learning that consists – once a type of problem has been solved – in being able to recognize the problematic situation and react using the learned strategy (Klahr & Kotovsky, 2013). A classic example is the problem of the farmer, who, accompanied by a fox, a goose and a sack of grain must cross a river on a barge in which there is only the and one more, but if he leaves the goose with the fox, the fox will eat it and if he leaves the grain with the goose, the goose will eat it. Here the problem must be recognized, and decisions made that allow everyone to reach the other side of the river. In this sense, we have different classifications or types of learning, we will briefly describe the most used in the state of the art: supervised, unsupervised, and deep learning.

Supervised learning (Nguyen Cong, Rivero Pérez, & Morell, 2015) has the purpose of obtaining a distance metric function, usually represented mathematically as the Mahalanobis distance between two instances and their corresponding classes for a specific application, and based on using information from the training set. Most algorithms that learn a distance function try to solve an optimization problem with constraints. On the other hand, unsupervised learning (Tello & Informáticos, 2007) obtains a model that fits the observations, because there is no a priori knowledge. A usual problem of this type of learning falls on decision-making itself, and whether they are correct or not, for this, grouping techniques with logic are used. Data collected is like other data, and thus can be treated collectively as a group. Clustering is a form of unsupervised classification where, in contrast to the supervised group, the class labels are not known (there are no previously defined classes) and the number of groups may not be known either. Fuzzy clustering is a method frequently used in pattern recognition (Fan, Zhen, & Xie, 2003). In recent years, deep learning has been widely used. It consists of a set of algorithms that attempt to model high-level abstractions using computational architectures. Such structures may support nonlinear and iterative transformations of data expressed in matrix or tensor form. In simple terms, deep learning implies the mastery, transformation, and use of this knowledge to solve real problems (Valenzuela Granados, 2021). Independently of the type of learning, the objective is the same: to have a system that is capable of learning from experience and one that can include the conditions of the environment to successfully perform its task. When we talk about the identification of sentiments in written texts it is important, in this sense, to have instances manually labelled by an expert, that allow machine learning techniques to identify trends, associations, patterns, and collocations in the text that allow associating these features with the type of sentiment labelled in the instance under study.

  1. Social Networks

Currently, microblogging websites have become digital spaces of varied information, where users post information in real-time and opinions are expressed by means of texts that implicitly carry an emotional charge. Statements thus become a positive or negative opinion about people, products, or services. Several companies, organisations and institutions have made use of this type of media to obtain feedback, promote themselves, or to turn the opinion of users into an improvement network (Rani, Gill, & Gulia, 2021). Being able to know the opinions of the users of a product or service will guide the decision-making to achieve an improved sales profile of a company, by identifying areas of opportunity and improvement within it. Twitter in recent years has recorded a growth in the so-called “social panoramas”, used in a transmission system, as well as conversation tools. Twitter is the social network that is currently used for the development of numerous investigations of sentiment analysis (also known as opinion mining), where sentiment analysis is defined as the process of determining opinions based on attitudes, valuations, and emotions about specific topics. In this context, an opinion is a positive or negative evaluation of a product, service, organisation, person, or any other type of entity about which some feeling can be expressed (Cambria, Xing, Thelwall, & Welsch). Due to the importance of sentiment analysis for business and society, it has been extended from computer science to management and social sciences (Coba, Barrera, & Sánchez, 2022). Since, if opinions on the network are successfully collected and analysed, they allow not only to understand and explain many complex social phenomena, but also to predict them. The emotions that users express in Tweets are related to the person’s sentiment, and the polarity (positive, negative, and neutral) is the measure of the emotions expressed in a phrase.  Generally, the polarity goes from negative (-1) to positive (1) through neutral (0), where this last value means that no sentiment or opinion has been expressed.

  1. Sentiment Analysis

Khamphakdee & Seresangtakul (2021) describe sentiment analysis as a task that is responsible for identifying and classifying different points of views and opinions about something without being specific: it can be an object, a person, an activity, etc.  Analysis is based on Natural Language Processing (NLP). The main objective is the analysis of opinions and their classification based on the identified sentiment: positive or negative. There is also the possibility that they don’t exist and would be classified as neutral. The possible applications can be as useful as they would be different. In recent years such analysis has been a very attractive and interesting field of research, creating a classification set that can be performed in the polarity of sentiment as mentioned above added to this can be added a classification of primary sentiments such as joy, sadness, anger, fear, and others. Antonakaki and colleagues (2021) present some techniques used for the review of sentiment analysis, such as those which will help us to automatically determine the emotional polarity in a text with Artificial Intelligence, i.e., develop programs or learning algorithms and knowledge generation capable of learning to solve problems.

The authors in Jiménez-Zafra, Cruz-Díaz, Taboada, & Martín-Valdivia (2021) tell us about the ways of adapting a semantic orientation system to be able to perform the analysis of sentiment in a new language, building support vector machine (SVM) classifiers. We must bear in mind that a classification system, used to find ‘feelings’ in written expressions, based on machine learning, can be trained in any language. Another technique used for sentiment analysis review is Semantic Orientation, which oversees extracting opinions (Appel, Chiclana, Carter, & Fujita, 2021). Appel and colleagues explain that the semantic orientation of a word can become positive when it is shown with praise words, or negative when a criticism-word is identified. Semantics uses a learning technique that doesn’t necessarily need to be supervised since it doesn’t require initial training. This type of unsupervised learning uses different lexical rules in sentiment classification.

There are also 3 levels of classification for sentiment analysis:

  • Document-based
  • Sentence-based
  • Word/phrase-based.

The first level is document-based, where the document is understood in a unique way and the whole document is thus classified according to a feeling for the whole document. The sentence-based level is responsible for classifying each sentence in a document or text: machine learning is generally used to detect subjective sentences. Finally, the word/phrase level is essential since the word is the smallest unit containing meaning in the entire text and is therefore indicative of the most detailed of the levels. In the Sentiment Analysis method, a machine learning approach based on a training and testing, using one set of collections to differentiate between text features (training) and another for classifier accuracy (testing) may be used. Our research has repeatedly used such techniques. Some of the classifiers we have used were Support Vector Machine (SVM), Nayve Bayes (NB) and Maximum Entropy (ME). Nayve Bayes is a classifier commonly used to classify text documents based on a probability model, for estimating the probability of a given group with a text document as input. The Support Vector Machine (SVM) classifier is also proposed for solving problems in pattern recognition. It is a learning model with algorithms that is responsible for data analysis. The two classifiers were top-rated in the machine learning approach to data mining and sentiment classification.

Sentiment analysis starts with the collection of data on a website or social network, mostly by taking advantage of the data that already exists publicly. The data can be classified according to the input of information from such sources as forums, blogs, articles, news, or social networks. For forums, the research is based on publications, and for this data collection is based on the access information of the users since they must be registered to be able to participate in them. A main advantage here is that most of the forums are dedicated to a single topic. Reviews focus a lot on opinions that describe good and bad attributes whether in products or services, such as movies. In social sentiment analysis classification depends a lot on the use of keywords in the texts. To finish with this part of the methodologies implemented to carry out sentiment analysis in texts, I want to refer to two projects in which I had the opportunity to participate. In Sánchez, Cabrera, Carrillo, & Castro (in preprint 2022) we conducted analysis of sentiments, with a methodology that allowed us to identify the polarity of a text in Spanish according to the emotion of its authors: this polarity could be identified with 3 labels: positive, negative, and neutral, and the emotions that could be identified being of 5 kinds: anger, fear, joy, sadness and love.

As the first point of the methodology, use is made of the corpus labeled SemEval 2018 “Task1: Affect in tweets”, first a cleaning process of the tweets is performed, eliminating: emoticons, punctuation signs and special signs to subsequently separate the tweets into words, and using POS (part of speech), we place a label and word lemma (base form of the word). With this information a text classification model is created. This model receives (matches with input signal) an instance and categorizes it as: anger, fear, joy, sadness, or love, corresponding to the emotion that was identified for each instance. This is possible because the training corpus is labelled according to the emotion and can be used to train the system; once the system is trained it can receive new instances and identify the emotion. Once the emotion has been identified, polarity identification is performed, whose objective is to obtain a positive, negative, or neutral classification. This stage is performed through the extraction of the POS tags, here a search is performed for each lemma within the ML-Senticon lexicon, to obtain its respective positive or negative classification. Another research (Guzmán Cabrera & Hernández Farias, 2020) presents an exploration of diverse lexical resources that support the task of sentiment analysis. For the development of the methodology as a first point a series of experiments based only on the content of the tweets was presented in our projects. For this we used five configurations, in each one the pre-processing to be performed was increased, the first of them was without performing any type of pre-processing, the second consisted of tokenizing the text, eliminating empty words, conversion to lowercase and to terms that exceed a frequency threshold. Two approaches to lexical resources were used, the first one was a basic approach based on the creation of lists of terms associated with two polarities: positive and negative. And the other approach labelled a word with a score that reflects its value with respect to a particular aspect. The authors in our group selected a set of fourteen lexical resources divided into two main groups, those that include information strongly related to sentiment and emotions and those in which psycholinguistic information was also considered. It is undoubtedly a very exciting area of explorations and there is much more to write about. The important thing is to show that both the identification of sentiment and polarity can be performed in written texts and that these resources become necessary given the popularity of social networks and the daily posting of opinions on them. Surely language will continue to evolve, and, in a few years, everyone would be discussing some other strategies for performing sentiment identification.

Conclusion

Computational sentiment analysis betokens a process that helps us determine the emotion with which a series of words is defined, and it consists of evaluating attitudes and opinions from word-tokens to obtain information that helps in identifying the reaction of users for a product or service, or by extension any piece of communication. In general, the idea of sentiment analysis was partly elaborated for the development of better products and services, based on the opinions that were found in the different areas of communications. Yet a lot remains to be discovered. But the final take for any interpretative process is to understand how any thinking entity, b it a machine or human arrives at the meaning of texts, what kind of flow chart is really relevant and expedient and how such insights change our notion of interpretation in the academic theoretical literature. What do machines teach us about reading?

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Appel, O., Chiclana, F., Carter, J., & Fujita, H. (2021). A Fuzzy Approach to Sentiment Analysis at the Sentence Level Fuzzy Logic (pp. 11-34): Springer.

Bellet, A., Habrard, A., & Sebban, M. (2013). A survey on metric learning for feature vectors and structured data. arXiv preprint arXiv:1306.6709.

Cambria, E., Xing, F., Thelwall, M., & Welsch, R. Sentiment Analysis as a Multidisciplinary Research Area.

Carpenter, E., & McLuhan, M. (1956). The new languages. Chicago Review, 10(1), 46-52.

Coba, J. A. A., Barrera, L. F. A., & Sánchez, K. P. M. (2022). Perspectivas del Big data. AlfaPublicaciones, 4(1.1), 514-531.

Fan, J.-L., Zhen, W.-Z., & Xie, W.-X. (2003). Suppressed fuzzy c-means clustering algorithm. Pattern Recognition Letters, 24(9-10), 1607-1612.

Fasce, E. (2007). Aprendizaje profundo y superficial. Rev Educ Cienc Salud, 4(1), 2.

Fernández-López, M. (2011). ¿Pueden pensar las máquinas?/Mariano Fernández López.

Fitch, W. (2005). The evolution of language: a comparative review. Biology and philosophy, 20(2), 193-203.

Heine, B., & Kuteva, T. (2007). The genesis of grammar: A reconstruction (Vol. 9): Oxford University Press.

Jiménez-Zafra, S. M., Cruz-Díaz, N. P., Taboada, M., & Martín-Valdivia, M. T. (2021). Negation detection for sentiment analysis: A case study in spanish. Natural Language Engineering, 27(2), 225-248.

Khamphakdee, N., & Seresangtakul, P. (2021). Sentiment Analysis for Thai Language in Hotel Domain Using Machine Learning Algorithms. Acta Informatica Pragensia, 10(2), 155-171.

Klahr, D., & Kotovsky, K. (2013). Complex information processing: The impact of Herbert A. Simon: Psychology Press.

Kumar, P., & Sarin, G. (2022). WELMSD–word embedding and language model based sarcasm detection. Online Information Review.

Logan, R., & Heyer, P. (2001). The sixth language: Learning a living in the internet age. Canadian Journal of Communication, 26(4), 566.

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Millican, P. (2021). Alan Turing and Human-Like Intelligence. Human-Like Machine Intelligence, 24.

Moreno, A. (1994). Aprendizaje automático: Edicions UPC.

Nguyen Cong, B., Rivero Pérez, J. L., & Morell, C. (2015). Aprendizaje supervisado de funciones de distancia: estado del arte. Revista Cubana de Ciencias Informáticas, 9(2), 14-28.

Nowak, M. A., Komarova, N. L., & Niyogi, P. (2002). Computational and evolutionary aspects of language. Nature, 417(6889), 611-617.

Rani, S., Gill, N. S., & Gulia, P. (2021). Survey of Tools and Techniques for Sentiment Analysis of Social Networking Data. International journal of Advanced computer Science and applications, 12, 222.

Sánchez, B. P., Cabrera, R. G., Carrillo, M. V., & Castro, W. M. Identifying the polarity of a text given the emotion of its author. Journal of Intelligent & Fuzzy Systems, (Preprint), 1-9.

Su, B.-c., & Luvaanjalba, B. (2021). The Effect of Hubert Dreyfus’s Epistemological Assumption on the Philosophy of Artificial Intelligence. Paper presented at the International Conference on Human-Computer Interaction.

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Tello, J. C., & Informáticos, S. (2007). Reconocimiento de patrones y el aprendizaje no supervisado. Universidad de Alcalá, Madrid.

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Modern Dance as an American Alternative to Classical Ballet

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454 views

Tatiana Portnova

Department of Art History, Russian State University named after A.N. Kosygin, Moscow, Russian Federation. Email: prof.portnova@nuos.pro

Volume 13, Number 4, 2021 I Full-Text PDF

DOI: 10.21659/rupkatha.v13n4.71

Abstract

The choreographic art of the United States developed in a new direction and was looking for new forms corresponding to the trends of the modern era in many ways. By the beginning of the 20th century, the classical ballet of the USA rooted in Russian choreographic culture had experienced the lack of the means of expression that could reflect a new range of themes, images, philosophical and artistic concepts that had developed by that time and required a new dance style, genres, aesthetics. Modern dance emerged along with the development of the national political and artistic and creative self-consciousness of Americans in general, during the development of national musical, choreographic, and poetic traditions by cultural figures, who searched for their path in art. The study analyses the features of American modern dance. The artistic and aesthetic principles of modern dance are identified and the historical and cultural prerequisites for the development of the national choreographic school of the United States are revealed. The study uses theoretical methods such as visual and textual analysis of choreographic performances and music for performances, comparison of means of plastic expression, movements and figures of classical ballet and modern dance, principles of stage development of artistic images of performances. The empirical study is based on the generalisation of the practical experience of staging performances by leading American dancers of the 20th century. As a result, it is noted that the features of modern dance are completely different to those of the United States classical ballet, testifying to the desire of Americans to reflect the problems of modernity and convey the unique national character of the United States culture by using elements of African or Indian dances, as well as movements that are not characteristic of classical ballet but reflect the spirit of modernity. The materials of the study are of theoretical and practical value for specialists who work with the problems of culture and art of the 20th century, including modern choreography.

Keywords: US art, avant-garde, choreography, performance, culture.

An Introduction to Indian Aesthetics: History, Theory, and Theoreticians by Mini Chandran and Sreenath V. S.

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451 views

Bloomsbury India. 2021. pp. 2308, £76.50 / ISBN: 9789389165135

Prabha Shankar Dwivedi

Department of Humanities and Social Sciences, IIT Tirupati. Email: prabhas.dwivedi@iittp.ac.in

Volume 13, Number 4, 2021 I Full-Text PDF

DOI: 10.21659/rupkatha.v13n4.21

This book can be seen as a response to a severe demand in the field of Indian poetics for an introductory book that provides an overview of all the seminal schools of Indian poetical thoughts, keeping in view both the theories and the theoreticians. This book, in the words of authors, is meant to be “An introduction to the world of Sanskrit poetics, explaining its major concepts lucidly for even those who do not know Sanskrit. It offers a comprehensive historical and conceptual overview of all the major schools in Sanskrit poetics…. It is meant to be a beginners’ guide to the awe-inspiring immensity of Sanskrit literature and literary thought, the first step in a journey that should ideally lead to the profundities of ancient thought.” (Chandran et al 2021, p. xii). The discussion in the book progresses with varied theoretical perspectives on Indian aesthetics in a well laid historico-conceptual order. Though the book briefly talks about Tamil poetics putting it parallel to Sanskrit poetics by comparing Tolk?ppiyam with N??ya??stra in the preface, it primarily serves to be an introductory handbook of Sanskrit poetics for the non-Sanskrit University students at various levels. This book succeeds in providing clearer idea of Indian poetical thoughts to its readers. Full-Text PDF>>

The Nature and Concept of Meta-artistic Objects

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Benjamín Valdivia

Professor, Art, Architecture and Design, University of Guanjuato. E-mail: valdivia@ugto.mx

 Volume 13, Number 4, 2021 I Full-Text PDF

DOI: 10.21659/rupkatha.v13n4.03

Abstract

This paper introduces two concepts useful for the understanding of current trends in art. One of them is the concept of meta-art, which is proposed here because of the perception that contemporary art goes beyond the traditional borders of art, transforming the aesthetic question (is it beauty?) to a more ontological question (what is it?). Diverse elements are identified at the borders of artistic expression, as the question starts to implicate the changes caused by the notion of the meta-artistic. The second concept deals with the other main category of judgement of art, which was formerly defined by beauty, and yet now gets displaced in the limits of the meta-artistic by another process that we call aesthetic impact. This given pair of theoretical instruments help in a better understanding the astonishing objects developed by the artists of our time.

Keywords: aesthetic impact, beauty, contemporary art, fragmentation, Meta-artistic, end of art.

Literature in New Media: A Comparative Study of Literary Affordances of Lance Olsen’s “10:01” in Traditional and Digital Medium

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R.Ramya1 and Dr.Rukmini.S2

1PhD Scholar, Department of English, School of Social Sciences and Languages, VIT, Vellore. ORCID id: 0000-0002-7298-5959. Email: ramyarajakannan7@gmail.com

2Senior Assistant Professor, Department of English, School of Social Sciences and Languages, VIT, Vellore. ORCID id: 0000-0001-8414-3145. Email: rukminikrishna123@gmail.com

 Volume 13, Number 2, 2021 I Full-Text PDF

DOI: 10.21659/rupkatha.v13n2.45

Abstract

The recent advances of the digital era invoke an array of new media for communication. This impressive feat of technology purveys a wide range of new affordances to communication unviable in print. The new media affordances of the electronic and the digital have impacted the creative literary compositions, providing innovations in contemporary literature. Postmodern literature being the initiation of experimental works has strived to reinvent the affordances of literary fiction. It has now advanced into resorting to digital technological affordances to maximize narrative inventiveness. Lance Olsen’s “10:01”, a postmodern novel adapted as hypertext fiction, is an exemplar of such feat. This research examines the literary affordances of the chosen text in print and its hypertext adaptation within the framework of affordance theories.  The study unveils the inlaid new media aesthetics and viabilities of the digital in relation to the traditional medium of print by focusing on affordances. The paper asserts the significance of theorizing the aesthetics involved in digital textuality by holding print and electronic literature at the intersection. This study aims to establish the shift in literary analysis paradigms of text due to the emergence of New media.

Keywords: Electronic literature, New media, Literary Affordances, Print vs Digital, Hypertext fiction, Postmodern Literature, New media Aesthetics.

Hasya: Towards a Poetics of the Comic

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Jagannath Basu

Assistant Professor of English, Sitalkuchi College, India.  Orcid: 0000-0003-0306-7238. Email: dyukrish@gmail.com

 Volume 13, Number 2, 2021 I Full-Text PDF

DOI: 10.21659/rupkatha.v13n2.37

 

Abstract:

Amidst a whole range of criticism and derision that laughter has received down the ages, the question still lingers: why “One daren’t even laugh any more”? The comic, according to Aristotle, is associated with the ridiculous or the ugly. It constitutes a deformity or an error and leans towards something which is mean. The comedy, on the other hand, is a form of low art consisting of what is base or inferior. This view of the comic and comedy has largely been accepted and forwarded by the West. They have looked down upon the comic with a one-dimensional view of derision and condemnation. As Lisa Trahair correctly states, “to comprehend the comic is to risk overlooking the structure of incomprehensibility that is crucial to its operation”. Although often considered as a synonym for humour or laughter, hâsya, on the other hand, is much more than that. Hâsya always enabled us to understand comic’s implications in the object world and vice versa. It is not only enigmatic but also esoteric in nature. Through a select study of VidûSaka (the deformed clown in Sanskrit theatre) and two poems— one a Sanskrit Muktaka and the other a Nind?-stuti, this paper intends to read the potentialities of hâsya as an-other laughter, not just as a mode of gay affirmation or subversion but as a mode of “free play” (ju), within the space that exists between the self and the other(s). This, however, by no means is an attempt to conceive hâsya only as a disruptive event with the intentions of the ‘Empire writing back’, rather a wish to hermeneutically comprehend the harmony of the comic within the dimensions of Indian aesthetics, so that the poetics of laughter can be retrieved and reclaimed.

Keywords: Hâsya, laughter, being, other, comic, poetics, ju

Critiquing 21st Century Creative Violence: Tagore’s Concord (Milan) and Harmony (Samanjaysya) Imagining “One World”

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Ayanita Banerjee (Ph.D)

University of Engineering and Management.New-Town, Kolkata. West Bengal. Email: abayanita8@gmail.com

 Volume 13, Number 2, 2021 I Full-Text PDF

DOI: 10.21659/rupkatha.v13n2.30

 Abstract:

Modern science, acclaiming the success of the creative human brain as ‘progressive changes’ in the 21st century continues to prosper through prominent images of scientism, ingestion, cartelized capitalism, chemistry and rocket technology to name a few. Introspecting the 21st century from the given nexus, we are quite likely to conclude that it has remained a century when the human destructiveness has reached its creative pinnacle. ‘Creative progression’ disguised under the garb of SARS COVID-19 is currently ransacking mankind, resulting in mass genocide, destruction of cultures and worldviews. The creative human self now remains predisposed with the activation of low-grade mental illness. depression, anxiety and trauma. Tagore’s ‘creative self’ with a magisterial rebuke had always protested the prevalent dominant theories of violence and counter- violence down the time line. His philosophical vision intertwined with the humane self of ‘being’ instead of ‘becoming’ counterpoises this ‘creative enigma’ of scientific and material human progression even to this day. Standing on the threshold of the 21st century we earnestly look forward to reminiscence Tagore’s vision of Concord (milan) nurturing the “living bonds in a society” and brewing Harmony (samanjaysya) as the “wholeness and wholesomeness of human ideals” to provide a remedy for re-thinking the possibilities of “One World” (my italics) defined in terms of ‘becoming’ instead of ‘humane -being’.

 Keywords: Tagore, creative violence, mechanization, concord, harmony, one world

Pink Floyd’s Time: an aural metanarrative exploring time through form, lyric, and musical arrangement

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529 views

Shobana P Mathews1 & Vishal Varier2

1Associate Professor, Christ University.  ORCID: 0000-0001-9700-9420. Email: shobhana.p.mathews@christuniversity.in,

2III MA-English.  ORCID: 0000-0001-9966-4402.Email: vishal.varier@eng.christuniversity.in,

 Volume 12, Number 5, 2020 I Full Text PDF

DOI: 10.21659/rupkatha.v12n5.rioc1s10n3

 Abstract

The inability of language to capture the essence of time is a crisis that has been expressed by philosophers starting from St. Augustine to Paul Ricoeur. Appearing on their seminal album, Dark Side of the Moon, Pink Floyd’s Time is a profound artistic attempt which transcends this language barrier by using music to bring the listeners to a more direct confrontation with time; doing so by juxtaposing time as calibrated and as experienced through the music and the lyrics, and by making the reader experience time-based affects such as impatience, expectation, monotony, and such. As a direct function of song, time is experienced as musical time in the song, thereby ensuring that the listener’s confrontation with time is immersive, with lyrics that describe the nature of experienced and calibrated time working synchronously with the music to complete the image. In the context of its release in 1974, the 6:52 minute song was in engagement with the concept of time as well, in that it was among the pioneering ones which redefined radio broadcast time beyond the standard 3 minutes afforded to popular music tracks, with the commercially preferred listener span in mind. The matter of time thus becomes a multi-layered formal engagement in the song, at the level of lyric, recording, music and listening, thereby making possible an image of time that is polished and rounded. These aural, lyrical and production-based concepts will be addressed and expanded upon to show how Pink Floyd’s Time functions as a metanarrative in how it uses and invokes the elements of time to talk about time.

Keywords: Aurality, aural narrative, metanarrative, language, aspects of Time